Hello everybody I try to fit a neural network on my data by using package 'neuralnet' or 'nnet'. I did it several times but I got an unexpected answer, this is my code (num.obs=100): ( library('nnet') y<-data.frame(data$CU) (y is cu concentration) x<-data.frame(data$mrvbf,data$plcurvature,data$insol) mod1<-nnet(x,y,size=3,linout=T) ) when I write: mod1$fitted.values, it is same for all of 100 y. e.g. 1 832.77 2 832.77 3 832.77 . . . 100 832.77 I don't know where is the problem? Please help Thanks alot [[alternative HTML version deleted]]